The graph represents a network of 2,071 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 03:50 UTC.
The requested start date was Wednesday, 18 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 22-minute period from Wednesday, 04 May 2022 at 00:41 UTC to Tuesday, 17 May 2022 at 18:03 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2071
Unique Edges : 1570
Edges With Duplicates : 2139
Total Edges : 3709
Number of Edge Types : 5
Tweet : 312
Retweet : 889
MentionsInRetweet : 1310
Replies to : 291
Mentions : 907
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0125391849529781
Reciprocated Edge Ratio : 0.0247678018575851
Connected Components : 379
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 855
Maximum Edges in a Connected Component : 1852
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.57477
Graph Density : 0.000527412134911138
Modularity : 0.608533
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,071 Twitter users whose tweets in the requested range contained "social graph", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 03:50 UTC.
The requested start date was Wednesday, 18 May 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 22-minute period from Wednesday, 04 May 2022 at 00:41 UTC to Tuesday, 17 May 2022 at 18:03 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : social graph
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1020] social,graph [284] social,connections [266] graph,more [263] mapping,social [262] more,50 [262] 50,000 [262] 000,social [262] connections,quickly [262] quickly,reaching [262] reaching,#web3 Top Word Pairs in Tweet in G1:
[389] social,graph [261] mapping,social [261] graph,more [261] more,50 [261] 50,000 [261] 000,social [261] social,connections [261] connections,quickly [261] quickly,reaching [261] reaching,#web3 Top Word Pairs in Tweet in G2:
[127] social,graph [55] graph,protocol [25] decentralized,social [25] graph,infrastructure [24] infrastructure,web3 [22] building,social [19] ownership,social [18] protocol,cyberconnecthq [18] social,connections [17] take,ownership Top Word Pairs in Tweet in G3:
[122] social,graph [30] graph,protocol [30] graph,needs [26] social,media [26] cyberconnect,raises [26] expand,social [25] raises,15m [25] 15m,expand [21] tm,power [8] power,blockchain Top Word Pairs in Tweet in G4:
[61] social,graph [27] open,social [15] stanikulechov,lensprotocol [15] lensprotocol,better [15] better,open [15] graph,meaning [15] meaning,engineer [15] engineer,create [15] create,algorithm [14] algorithm,th Top Word Pairs in Tweet in G5:
[58] social,graph [47] use,social [46] graph,based [46] based,identity [46] identity,verification [46] verification,brightidproject [46] brightidproject,ensure [46] ensure,itheum's [44] nfme,id [42] exploring,use Top Word Pairs in Tweet in G6:
[42] jacques,lacan's [42] lacan's,graph [42] graph,social [42] social,media [42] media,made [42] made,barisfidaner [42] barisfidaner,explains [42] explains,thus [42] thus,instagram [42] instagram,imaginary Top Word Pairs in Tweet in G7:
[33] social,graph [17] graph,important [14] learn,social [13] desoprotocol,learn [11] eco,celoorg [11] celoorg,packym [11] packym,goldfinch_fi [11] goldfinch_fi,sall [11] sall,filecoin [11] filecoin,nymproject Top Word Pairs in Tweet in G8:
[23] talk,graph [23] networks,rohithtejam [16] graph,#machinelearning [16] #machinelearning,#biomedical [16] #biomedical,networks [16] rohithtejam,tdatascience [16] tdatascience,#ai [16] #ai,#ml [16] #ml,#healthtech [14] fikafuntimes,talk Top Word Pairs in Tweet in G9:
[14] social,graph [9] social,media [5] people,realize [5] realize,social [5] media,companies [5] companies,social [5] graph,web2 [5] web2,mean [4] investindigital,people [2] mental,illness Top Word Pairs in Tweet in G10:
[21] social,graph [18] social,networks [15] phone,number [12] passed,laws [12] laws,1996 [12] 1996,requiring [12] requiring,phone [12] number,portability [12] portability,social [12] networks,compete Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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